diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 83712098..f846181c 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -40,7 +40,8 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ["3.10", "3.11", "3.12"] + python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"] + robotframework: ["7.0", "7.4.2"] steps: - uses: actions/checkout@v4 @@ -53,64 +54,22 @@ jobs: run: pip install hatch - name: Install dependencies - run: hatch env create dev - - - name: Build wheel with Hatch - run: hatch build - - - name: Install built wheel - run: pip install dist/*.whl - - - name: Test import - run: python -c "import Tables" + run: hatch env create test.py${{ matrix.python-version }}-${{ matrix.robotframework }} - run-acceptance-tests: - runs-on: ubuntu-latest - - steps: - - name: Checkout code - uses: actions/checkout@v4 + - name: Show installed Python version + run: hatch run test.py${{ matrix.python-version }}-${{ matrix.robotframework }}:python --version - - name: Set up Python - uses: actions/setup-python@v5 - with: - python-version: '3.12' - - - name: Install Hatch - run: pip install hatch - - - name: Install dependencies - run: hatch env create dev + - name: Show installed Robot Framework version + run: hatch run test.py${{ matrix.python-version }}-${{ matrix.robotframework }}:robot --version || test $? -eq 251 - name: Build wheel with Hatch run: hatch build - - name: Run robot framework acceptance-tests - run: hatch run dev:atest - - run-unit-tests: - runs-on: ubuntu-latest - - steps: - - name: Checkout code - uses: actions/checkout@v4 - - - name: Set up Python - uses: actions/setup-python@v5 - with: - python-version: '3.12' - - - name: Install Hatch - run: pip install hatch - - - name: Install dependencies - run: hatch env create dev - - - name: Build wheel with Hatch - run: hatch build + - name: Run unit tests + run: hatch run test.py${{ matrix.python-version }}-${{ matrix.robotframework }}:utest - - name: Run unit tests with pytest - run: hatch run dev:utest + - name: Run acceptance tests + run: hatch run test.py${{ matrix.python-version }}-${{ matrix.robotframework }}:atest generate-libdoc-docs: runs-on: ubuntu-latest diff --git a/DEVELOPMENT.md b/DEVELOPMENT.md index 73923055..93f2d004 100644 --- a/DEVELOPMENT.md +++ b/DEVELOPMENT.md @@ -97,6 +97,24 @@ hatch run dev:atest hatch run dev:utest ``` +### Execute Tests Against the Version Matrix + +Install Python 3.10 through 3.14 locally and make sure Hatch can find these interpreters. The test matrix covers Python 3.10-3.14 and Robot Framework 7.0 and 7.4.2. + +Run all unit and acceptance tests against every matrix combination: + +```shell +hatch run test:all +``` + +To test one combination only, for example Python 3.14 with Robot Framework 7.4.2: + +```shell +hatch run test.py3.14-7.4.2:all +``` + +Use `hatch env show` to list the generated matrix environments. + ### Generate Docs via libdoc ```shell diff --git a/README.md b/README.md index c92c8962..458f75a3 100644 --- a/README.md +++ b/README.md @@ -73,6 +73,17 @@ ${result} = BuiltIn.Evaluate "index" not in "${content}" BuiltIn.Should Be True ${result} ``` +### Missing values + +Missing values are returned using pandas' default values by default. To return parsed missing values as Python `None` in list, dictionary, cell, row, and column results, enable the setting. This includes pandas missing-value types such as `NaN`, `pd.NA`, and `NaT`, as well as values recognized as missing by the active parser, such as `N/A` and `NULL`: + +``` +Tables.Configure Missing As None True +${content} = Tables.Read Table ${CURDIR}${/}testdata${/}example_01.csv +``` + +DataFrame results and the library's internal DataFrames are not changed by this setting. + ### File Format - Parquet ``` ${content} = Tables.Read Table ${CURDIR}${/}testdata${/}example_05.parquet diff --git a/pyproject.toml b/pyproject.toml index 983aefc2..71384edd 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,6 +21,8 @@ classifiers = [ "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", ] dependencies = [ "overrides", @@ -70,6 +72,22 @@ extra-dependencies = [ [tool.hatch.envs.types.scripts] check = "mypy --install-types --non-interactive {args:src/Tables tests}" +[tool.hatch.envs.test] +dependencies = [ + "pytest", + "pytest-cov", + "robotframework=={matrix:robotframework}", +] + +[tool.hatch.envs.test.scripts] +atest = "robot tests/atest/" +utest = "pytest --cov=Tables --cov-report=term-missing --cov-branch --cov-fail-under=95" +all = ["utest", "atest"] + +[[tool.hatch.envs.test.matrix]] +python = ["3.10", "3.11", "3.12", "3.13", "3.14"] +robotframework = ["7.0", "7.4.2"] + [tool.coverage.run] source_pkgs = ["Tables", "tests"] branch = true @@ -103,6 +121,8 @@ docs = "libdoc src/Tables results/keyword_docs.html" [tool.mypy] python_version = "3.10" +exclude = '(^|/)\.venv(/|$)' +follow_imports = "skip" ignore_missing_imports = true no_implicit_optional = true strict_optional = true diff --git a/src/Tables/__init__.py b/src/Tables/__init__.py index 89034b23..96bc45db 100644 --- a/src/Tables/__init__.py +++ b/src/Tables/__init__.py @@ -172,6 +172,7 @@ def __init__( # noqa: PLR0913 line_terminator: LineTerminator = LineTerminator.LF, quoting: Quoting = Quoting.MINIMAL, quoting_character: QuotingCharacter = QuotingCharacter['"'], + missing_as_none: bool = False, ): """ ``TableLibrary`` can be controlled by the following arguments: @@ -184,6 +185,7 @@ def __init__( # noqa: PLR0913 | ``line_terminator`` | Define the required line terminator for your table files. Default is ``False`` | | ``quoting`` | Define which values should be surrounded with quotes, please check the CSV quoting for more details. Default is ``MINIMAL`` | | ``quoting_character`` | Define quoting character to use for writing table files. Default is ``\"`` | + | ``missing_as_none`` | Return parsed missing values as Python ``None`` instead of pandas missing values. Default is ``False`` | """ # required variables for SettingsScope mechanism @@ -202,6 +204,7 @@ def __init__( # noqa: PLR0913 ) self.scope_stack["quoting"] = SettingsStack(quoting, self) self.scope_stack["quoting_character"] = SettingsStack(quoting_character, self) + self.scope_stack["missing_as_none"] = SettingsStack(missing_as_none, self) self.scope_stack["enable_streaming"] = SettingsStack(False, self) self.file_access = FileAccess(self) @@ -222,12 +225,14 @@ def __init__( # noqa: PLR0913 super().__init__(libraries) def _start_suite(self, _name: running.TestSuite, attrs: result.TestSuite): - self.suite_ids[attrs.id] = None - self._add_to_scope_stack(attrs.id, Scope.Suite) + suite_id = attrs.id + self.suite_ids[suite_id] = None + self._add_to_scope_stack(suite_id, Scope.Suite) def _start_test(self, _name: running.TestCase, attrs: result.TestCase): - self.current_test_id = attrs.id - self._add_to_scope_stack(attrs.id, Scope.Test) + test_id = attrs.id + self.current_test_id = test_id + self._add_to_scope_stack(test_id, Scope.Test) self.is_test_case_running = True def _end_test(self, _name: running.TestCase, attrs: result.TestCase): @@ -236,8 +241,9 @@ def _end_test(self, _name: running.TestCase, attrs: result.TestCase): self.is_test_case_running = False def _end_suite(self, _name: running.TestSuite, attrs: result.TestSuite): - self._remove_from_scope_stack(attrs.id) - self.suite_ids.pop(attrs.id, None) + suite_id = attrs.id + self._remove_from_scope_stack(suite_id) + self.suite_ids.pop(suite_id, None) def _add_to_scope_stack(self, scope_id: str, scope: Scope): for stack in self.scope_stack.values(): diff --git a/src/Tables/general/library_attributes.py b/src/Tables/general/library_attributes.py index c4e17461..d24912f6 100644 --- a/src/Tables/general/library_attributes.py +++ b/src/Tables/general/library_attributes.py @@ -121,3 +121,16 @@ def enable_streaming_stack(self) -> SettingsStack: @enable_streaming_stack.setter def enable_streaming_stack(self, stack: SettingsStack): self.library.scope_stack["enable_streaming"] = stack + + # missing values + @property + def missing_as_none(self) -> bool: + return self.library.scope_stack["missing_as_none"].get() + + @property + def missing_as_none_stack(self) -> SettingsStack: + return self.library.scope_stack["missing_as_none"] + + @missing_as_none_stack.setter + def missing_as_none_stack(self, stack: SettingsStack): + self.library.scope_stack["missing_as_none"] = stack diff --git a/src/Tables/keywords/configuration.py b/src/Tables/keywords/configuration.py index b70b9322..efb45730 100644 --- a/src/Tables/keywords/configuration.py +++ b/src/Tables/keywords/configuration.py @@ -25,6 +25,7 @@ class ConfigCtx: file_encoding: FileEncoding ignore_header: bool enable_streaming: bool + missing_as_none: bool class Configuration(LibraryAttributes): @@ -45,6 +46,7 @@ def get_library_configuration(self) -> dict: file_encoding=self.file_encoding, ignore_header=self.ignore_header, enable_streaming=self.enable_streaming, + missing_as_none=self.missing_as_none, ) ) @@ -199,3 +201,26 @@ def configure_streaming(self, enable_streaming: bool, scope: Scope = Scope.Suite self.enable_streaming_stack.set(enable_streaming, scope) logger.debug(f"'file_type': old value: {old_config} - new value: {enable_streaming}") return old_config + + @keyword(tags=["Configuration"]) + def configure_missing_as_none(self, missing_as_none: bool, scope: Scope = Scope.Suite): + """ + Configure whether parsed missing values are returned as Python ``None``. + + When enabled, pandas missing values such as ``NaN``, ``pd.NA`` and ``NaT`` + are converted to ``None`` in list, dictionary, cell, row and column results. + Values recognized as missing by the active parser, such as ``N/A`` and ``NULL``, + are included. DataFrame results and the library's internal DataFrames are not changed. + + | =`Arguments`= | =`Description`= | + | ``missing_as_none`` | Set to ``True`` to return missing values as Python ``None``. Default: ``False`` | + | ``scope`` | Scope in which the setting applies. | + + == Example == + | Configure Missing As None True + | Configure Missing As None False + """ + old_config = self.missing_as_none + self.missing_as_none_stack.set(missing_as_none, scope) + logger.debug(f"'missing_as_none': old value: {old_config} - new value: {missing_as_none}") + return old_config diff --git a/src/Tables/keywords/getter.py b/src/Tables/keywords/getter.py index 0a4ad766..253cfb8e 100644 --- a/src/Tables/keywords/getter.py +++ b/src/Tables/keywords/getter.py @@ -58,6 +58,8 @@ def read_table( table_df = table_df.iloc[1:] data = data[1:] + data = self.file_reader.convert_missing_values(data) + if return_type == TableFormat["List of dicts"]: df_for_dicts = table_df @@ -65,7 +67,9 @@ def read_table( header = [str(x) for x in df_for_dicts.iloc[0].tolist()] df_for_dicts = df_for_dicts.iloc[1:].copy() df_for_dicts.columns = header - return cast(list[dict[str, Any]], df_for_dicts.to_dict(orient="records")) + return self.file_reader.convert_missing_values( + cast(list[dict[str, Any]], df_for_dicts.to_dict(orient="records")) + ) return data @keyword(tags=["Getter"]) @@ -196,6 +200,9 @@ def get_table(self, return_type: TableFormat = TableFormat["List of lists"]) -> | =`Arguments`= | =`Description`= | | ``return_type`` | Choose what type of table format it should return. Default: list of lists| + If ``Configure Missing As None`` is enabled, missing values are returned as + Python ``None`` for list and dictionary results. DataFrame results are unchanged. + == Return Value == Return table in form as either list of lists, list of dicts or dataframe. @@ -229,6 +236,9 @@ def get_table_cell( | ``assertion_expected`` | See ``robotframework-assertion-engine`` for more details | | ``message`` | Custom error message for failed assertion | + If ``Configure Missing As None`` is enabled, a missing cell is returned as + Python ``None`` and assertions are evaluated against the converted value. + == Return Value == Keyword returns the value of the given cell. In case of a failed assertion, the keyword will just fail without returning anything. @@ -245,6 +255,7 @@ def get_table_cell( column = self.file_reader.cast_column_type(column) cell = table_df.loc[row, column] if isinstance(column, str) else table_df.iloc[row, column] + cell = self.file_reader.convert_missing_values(cell) if assertion_expected: if assertion_operator not in NumericalOperators: @@ -272,6 +283,9 @@ def get_table_column( | ``assertion_expected`` | See ``robotframework-assertion-engine`` for more details | | ``message`` | Custom error message for failed assertion | + If ``Configure Missing As None`` is enabled, missing column values are returned + as Python ``None`` and assertions are evaluated against the converted values. + == Return Value == Returns column values as a list. @@ -291,7 +305,7 @@ def get_table_column( column = self.file_reader.cast_column_type(column) column_df = table_df.loc[:, column] if isinstance(column, str) else table_df.iloc[:, column] - column_list = cast(list[Any], column_df.to_list()) + column_list = self.file_reader.convert_missing_values(cast(list[Any], column_df.to_list())) if assertion_expected: if assertion_operator not in valid_assertions: @@ -318,6 +332,9 @@ def get_table_row( | ``assertion_expected`` | See ``robotframework-assertion-engine`` for more details | | ``message`` | Custom error message for failed assertion | + If ``Configure Missing As None`` is enabled, missing row values are returned as + Python ``None`` and assertions are evaluated against the converted values. + == Return Value == Returns row values as a list. @@ -335,7 +352,7 @@ def get_table_row( current_df = self.file_reader.file_sync.table_storage[self.file_reader.file_sync.current_file].data table_df = self.file_reader.validate_table_to_dataframe(data=current_df, row=row) - row_list = cast(list[Any], table_df.iloc[row].to_list()) + row_list = self.file_reader.convert_missing_values(cast(list[Any], table_df.iloc[row].to_list())) if assertion_expected: if assertion_operator not in valid_assertions: @@ -347,7 +364,7 @@ def get_table_row( return row_list @keyword(tags=["Getter"]) - def count_table( # noqa: PLR0913 + def count_table( # noqa PLR0913 self, path: Path | str, axis: Axis, diff --git a/src/Tables/utils/file_reader.py b/src/Tables/utils/file_reader.py index 1047a45b..5dbd49ac 100644 --- a/src/Tables/utils/file_reader.py +++ b/src/Tables/utils/file_reader.py @@ -50,7 +50,7 @@ def convert_dataframe( if self.file_type == FileType.Parquet and not self.ignore_header: list_data.insert(0, list(data.columns)) - return list_data + return self.convert_missing_values(list_data) if return_type == TableFormat["List of dicts"]: df_for_dicts = data @@ -58,11 +58,25 @@ def convert_dataframe( header = [str(x) for x in df_for_dicts.iloc[0].tolist()] df_for_dicts = df_for_dicts.iloc[1:].copy() df_for_dicts.columns = header - return cast(list[dict[str, Any]], df_for_dicts.to_dict(orient="records")) + return self.convert_missing_values(cast(list[dict[str, Any]], df_for_dicts.to_dict(orient="records"))) if return_type == TableFormat["Dataframe"]: return data raise ValueError(f"Invalid TableFormat type. Please select valid values: {[key.name for key in TableFormat]}") + def convert_missing_values(self, value: Any) -> Any: + if not self.missing_as_none: + return value + if isinstance(value, list): + return [self.convert_missing_values(item) for item in value] + if isinstance(value, dict): + return {key: self.convert_missing_values(item) for key, item in value.items()} + try: + if bool(pd.isna(value)): + return None + except (TypeError, ValueError): + pass + return value + def file_exists(self, path: Path) -> bool | FileNotFoundError: if not path.is_file(): raise FileNotFoundError(f"File not found: {path}") @@ -206,8 +220,8 @@ def read_csv(self, path: Path) -> DataFrame: def validate_table_to_dataframe( self, data: list[list] | DataFrame, - row: None | int = None, - column: None | str | int = None, + row: int | None = None, + column: str | int | None = None, ) -> DataFrame: """Formats a table (list of lists or dataframe) to dataframe. Also checks if provided row or column are valid (see validate_row/ validate_column).""" diff --git a/src/Tables/utils/file_writer.py b/src/Tables/utils/file_writer.py index b7089904..ee159f31 100644 --- a/src/Tables/utils/file_writer.py +++ b/src/Tables/utils/file_writer.py @@ -219,8 +219,8 @@ def write_table(self, data: DataFrame | list[list], file_path: Path | str | None def set_dataframe_cells( self, data: Any, - row: None | int = None, - column: None | str | int = None, + row: int | None = None, + column: str | int | None = None, header: bool = True, return_type: TableFormat = TableFormat["Dataframe"], ) -> list[list] | list[dict] | DataFrame: diff --git a/tests/atest/test_missing_values.robot b/tests/atest/test_missing_values.robot new file mode 100644 index 00000000..da3c66b0 --- /dev/null +++ b/tests/atest/test_missing_values.robot @@ -0,0 +1,31 @@ +*** Settings *** +Library Tables missing_as_none=True +Library Collections + + +*** Test Cases *** +Missing Values - Library Argument Returns None + ${data} = Tables.Read Table ${CURDIR}${/}testdata${/}missing_values.csv + @{header} = Create List name email empty + Lists Should Be Equal ${data}[0] ${header} + Should Be Equal ${data}[1][2] ${None} + Should Be Equal ${data}[2][1] ${None} + + Tables.Open Table ${CURDIR}${/}testdata${/}missing_values.csv missing + ${cell} = Tables.Get Table Cell 1 email + Should Be Equal ${cell} ${None} + ${column} = Tables.Get Table Column empty + @{empty_column} = Create List ${None} ${None} + Lists Should Be Equal ${column} ${empty_column} + ${row} = Tables.Get Table Row 2 + @{expected_row} = Create List Bob ${None} ${None} + Lists Should Be Equal ${row} ${expected_row} + +Missing Values - Configuration Keyword Toggles Conversion + Tables.Configure Missing As None False + ${data} = Tables.Read Table ${CURDIR}${/}testdata${/}missing_values.csv + Should Not Be Equal ${data}[1][2] ${None} + + Tables.Configure Missing As None True + ${data} = Tables.Read Table ${CURDIR}${/}testdata${/}missing_values.csv + Should Be Equal ${data}[1][2] ${None} diff --git a/tests/atest/testdata/missing_values.csv b/tests/atest/testdata/missing_values.csv new file mode 100644 index 00000000..c77054f1 --- /dev/null +++ b/tests/atest/testdata/missing_values.csv @@ -0,0 +1,3 @@ +name,email,empty +Alice,alice@example.com, +Bob,, diff --git a/tests/utest/helper/helpers.py b/tests/utest/helper/helpers.py index 07f008af..fad29224 100644 --- a/tests/utest/helper/helpers.py +++ b/tests/utest/helper/helpers.py @@ -23,7 +23,7 @@ class DummyLibrary: - def __init__(self, *, ignore_header: bool = False): + def __init__(self, *, ignore_header: bool = False, missing_as_none: bool = False): # attributes expected by SettingsStack self.scope_stack: dict = {} @@ -32,9 +32,11 @@ def __init__(self, *, ignore_header: bool = False): self.is_test_case_running: bool = False self.scope_stack["ignore_header"] = SettingsStack(ignore_header, self) + self.scope_stack["missing_as_none"] = SettingsStack(missing_as_none, self) self.scope_stack["file_type"] = SettingsStack(FileType.CSV, self) self.scope_stack["separator"] = SettingsStack(Delimiter[","], self) self.scope_stack["line_terminator"] = SettingsStack(LineTerminator.LF, self) self.scope_stack["file_encoding"] = SettingsStack(FileEncoding.UTF_8.value, self) self.scope_stack["quoting"] = SettingsStack(Quoting.MINIMAL, self) self.scope_stack["quoting_character"] = SettingsStack(QuotingCharacter['"'], self) + self.scope_stack["enable_streaming"] = SettingsStack(False, self) diff --git a/tests/utest/keywords/test_keywords_configuration.py b/tests/utest/keywords/test_keywords_configuration.py index fb4810f8..50515602 100644 --- a/tests/utest/keywords/test_keywords_configuration.py +++ b/tests/utest/keywords/test_keywords_configuration.py @@ -49,3 +49,18 @@ def test_configuration_updates_file_encoding(config): def test_configuration_updates_ignore_header(config): config.configure_ignore_header(True) assert config.ignore_header is True + + +def test_configuration_updates_missing_as_none(config): + assert config.configure_missing_as_none(True) is False + assert config.missing_as_none is True + assert config.configure_missing_as_none(False) is True + assert config.missing_as_none is False + + +def test_configuration_reports_missing_as_none(config): + configuration = config.get_library_configuration() + + assert configuration["missing_as_none"] is False + config.configure_missing_as_none(True) + assert config.get_library_configuration()["missing_as_none"] is True diff --git a/tests/utest/keywords/test_keywords_getter.py b/tests/utest/keywords/test_keywords_getter.py index 61c458fb..2da5d9da 100644 --- a/tests/utest/keywords/test_keywords_getter.py +++ b/tests/utest/keywords/test_keywords_getter.py @@ -74,6 +74,88 @@ def test_read_table_returns_dataframe(getter, tmp_path, write_csv): assert isinstance(data, pd.DataFrame) +def test_missing_as_none_converts_all_non_dataframe_results(getter, tmp_path, write_csv): + path = tmp_path / "missing.csv" + write_csv(path, [["name", "email", "empty"], ["Alice", "alice@example.com", ""], ["Bob", "", ""]]) + getter.library.scope_stack["missing_as_none"].set(True) + + assert getter.read_table(path) == [ + ["name", "email", "empty"], + ["Alice", "alice@example.com", None], + ["Bob", None, None], + ] + assert getter.read_table(path, TableFormat["List of dicts"]) == [ + {"name": "Alice", "email": "alice@example.com", "empty": None}, + {"name": "Bob", "email": None, "empty": None}, + ] + + getter.open_table(path, alias="missing") + assert getter.get_table() == [ + ["name", "email", "empty"], + ["Alice", "alice@example.com", None], + ["Bob", None, None], + ] + assert getter.get_table(TableFormat["List of dicts"]) == [ + {"name": "Alice", "email": "alice@example.com", "empty": None}, + {"name": "Bob", "email": None, "empty": None}, + ] + dataframe = getter.get_table(TableFormat["Dataframe"]) + assert isinstance(dataframe, pd.DataFrame) + assert pd.isna(dataframe.iloc[2, 1]) + assert getter.get_table_cell(1, "email") is None + assert getter.get_table_column("empty") == [None, None] + assert getter.get_table_row(2) == ["Bob", None, None] + + +def test_missing_as_none_does_not_change_dataframe_or_default_results(getter, tmp_path, write_csv): + path = tmp_path / "missing.csv" + write_csv(path, [["name", "email"], ["Bob", ""]]) + + default_data = getter.read_table(path) + assert pd.isna(default_data[1][1]) + getter.library.scope_stack["missing_as_none"].set(True) + dataframe = getter.read_table(path, TableFormat["Dataframe"]) + assert pd.isna(dataframe.iloc[1, 1]) + + +def test_missing_as_none_preserves_parser_missing_value_detection(getter, tmp_path, write_csv): + path = tmp_path / "parser-missing.csv" + write_csv(path, [["name", "value"], ["Alice", "N/A"], ["Bob", "NULL"]]) + getter.library.scope_stack["missing_as_none"].set(True) + + assert getter.read_table(path) == [["name", "value"], ["Alice", None], ["Bob", None]] + + +def test_missing_as_none_converts_pandas_missing_types(getter, tmp_path, monkeypatch): + getter.library.scope_stack["missing_as_none"].set(True) + + def fake_read_table_file(path: Path): + return pd.DataFrame([["h1", "h2", "h3"], [pd.NA, pd.NaT, float("nan")]]) + + monkeypatch.setattr(getter.file_reader, "read_table_file", fake_read_table_file) + + assert getter.read_table(tmp_path / "data.csv") == [["h1", "h2", "h3"], [None, None, None]] + + +def test_missing_as_none_is_used_for_assertions(getter, tmp_path, write_csv, monkeypatch): + path = tmp_path / "assertion-missing.csv" + write_csv(path, [["h1", "h2"], ["", "value"]]) + getter.library.scope_stack["missing_as_none"].set(True) + getter.open_table(path, alias="assertion-missing") + asserted_values = [] + + def record_assertion(value, *_args): + asserted_values.append(value) + + monkeypatch.setattr("Tables.keywords.getter.verify_assertion", record_assertion) + operator = AssertionOperator["=="] + getter.get_table_cell(0, "h1", assertion_operator=operator, assertion_expected="expected") + getter.get_table_column("h1", assertion_operator=AssertionOperator["contains"], assertion_expected="expected") + getter.get_table_row(1, assertion_operator=AssertionOperator["contains"], assertion_expected="expected") + + assert asserted_values == [None, [None], [None, "value"]] + + def test_open_get_table_and_cell_access(getter, tmp_path, write_csv): path = tmp_path / "data.csv" diff --git a/tests/utest/test_tables_init.py b/tests/utest/test_tables_init.py index 5f62bad7..ed57f181 100644 --- a/tests/utest/test_tables_init.py +++ b/tests/utest/test_tables_init.py @@ -18,6 +18,7 @@ def test_tables_init_defaults(): assert tables.scope_stack["line_terminator"].get() == LineTerminator.LF assert tables.scope_stack["quoting"].get() == Quoting.MINIMAL assert tables.scope_stack["quoting_character"].get() == QuotingCharacter['"'] + assert tables.scope_stack["missing_as_none"].get() is False assert tables.file_access is not None @@ 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